Back

Research & Publications

My research work focusing on offline-first systems, forecasting, and AI applications for low-resource languages.

Offline-First Systems

Researching resilient application architectures that work seamlessly without internet connectivity.

Time Series Forecasting

Exploring advanced statistical methods like exponential smoothing for accurate predictions.

AI for Low-Resource Languages

Developing NLP applications for the Sinama dialect and other underrepresented languages.

Papers & Projects

A collection of my published research and ongoing projects

Offline-First Systems: Building Resilient Applications

Research Paper

2023

Research on designing and implementing offline-first architectures for improved user experience and data reliability.

Offline-FirstDistributed SystemsData Synchronization
Download Paper

Exponential Smoothing for Time Series Forecasting

Research Paper

2023

Comprehensive study of exponential smoothing techniques in forecasting with real-world applications.

Time SeriesForecastingStatistical Methods
Download Paper

NLP Applications for Low-Resource Languages

Research Project

2024

Exploring machine learning and NLP techniques for the Sinama dialect, a low-resource language.

NLPLow-Resource LanguagesMachine Learning
Download Paper

Future Research Directions

  • Advanced machine learning techniques for offline-first synchronization
  • NLP model development for low-resource Southeast Asian languages
  • Edge computing and distributed systems for autonomous applications
  • Time series analysis in real-world business forecasting scenarios
Ask me anything!